README.md

Springboard Projects

This is a list of projects completed by Hui Zhang at Springboard Data Science Career Track.

Unit 4.3.2_London_Housing

https://github.com/tsar1987/Springboard/blob/master/Unit%204.3.2_London_Housing.ipynb

Unit 7.2.5_Api_Data_Wrangling

https://github.com/tsar1987/Springboard/blob/master/Unit%207.2.5_Api_Data_Wrangling.ipynb

Unit 8.2.4_SQL_Tasks_Soccer_Clubs

https://github.com/tsar1987/Springboard/blob/master/Unit%208.2.4_SQL_Tasks_Soccer_Clubs.sql

Unit 8.2.5_Big_Query_Joins_and_Unions.ipynb

https://github.com/tsar1987/Springboard/blob/master/Unit%208.2.5_Big_Query_Joins_and_Unions.ipynb

Unit 8.3.3_SQL_Tasks_Country_Club.sql

https://github.com/tsar1987/Springboard/blob/master/Unit%208.3.3_SQL_Tasks_Country_Club.sql

Unit 11.1.3_Frequentist_Inference_PartA

https://github.com/tsar1987/Springboard/blob/master/Unit%2011.1.3_Frequentist_Inference_Part%20A%20.ipynb

Unit 11.1.4_Frequentist_Inference_PartB

https://github.com/tsar1987/Springboard/blob/master/Unit%2011.1.4_Frequentist_Inference_Part%20B.ipynb

Unit 11.3.2_Apps Project

https://github.com/tsar1987/Springboard/blob/master/Unit%2011.3.2_Apps_Project.ipynb

Unit 11.4.1_Linear_Regression

https://github.com/tsar1987/Springboard/blob/master/Unit%2011.4.1_Linear_Regression.ipynb

Unit 14.2.11_Logistic_Regression

https://github.com/tsar1987/Springboard/blob/master/Unit%2014.2.11_Logistic_Regression.ipynb

Unit 14.3.5_Decision_Tree

https://github.com/tsar1987/Springboard/blob/master/Unit%2014.3.5_Decision_Tree.ipynb

Unit 14.4.4_Random_Forest

https://github.com/tsar1987/Springboard/blob/master/Unit%2014.4.4_Random_Forest.ipynb

Unit 14.5.6_Gradient_Boosting

https://github.com/tsar1987/Springboard/blob/master/Unit%2014.5.6_Gradient_Boosting.ipynb

Unit 15.2.2_Euclidean_Manhattan_Distance

https://github.com/tsar1987/Springboard/blob/master/Unit%2015.2.2_Euclidean_and_Manhattan_Distances.ipynb

Unit 15.5.2_Cosine_Similarity_Case_Study

https://github.com/tsar1987/Springboard/blob/master/Unit%2015.5.2_Cosine_Similarity_Case_Study.ipynb

Unit 15.6.3_Clustering Case Study-Customer Segmentation with K-Means-Tier 3.ipynb

https://github.com/tsar1987/Springboard/blob/master/Unit%2015.6.3_Clustering%20Case%20Study-Customer%20Segmentation%20with%20K-Means-Tier%203.ipynb

Unit 18.2.4_GridSearch_KNN_Case_Study.ipynb

https://github.com/tsar1987/Springboard/blob/master/Unit%2018.2.4_GridSearch_KNN_Case_Study.ipynb

Unit 18.2.6_Bayesian_Optimization_Case_Study.ipynb

https://github.com/tsar1987/Springboard/blob/master/Unit%2018.2.6_Bayesian_Optimization_Case_Study.ipynb

Unit 21.1.2_Cowboy_Cigarettes_Case_Study-Tier 3.ipynb

https://github.com/tsar1987/Springboard/blob/master/Unit%2021.1.2_Cowboy_Cigarettes_Case_Study-Tier%203.ipynb